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Siivola, Eero
23  results:
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1

Uncertainty in Environmental Micropollutant Modeling:

Ahkola, Heidi ; Kotamäki, Niina ; Siivola, Eero...
Environmental Management.  , 2024
Link: https://doi.org/10.1007/..
 
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2

Preferential Batch Bayesian Optimization:

, In: 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP),
Siivola, Eero ; Dhaka, Akash Kumar ; Andersen, Michael Riis... - p. 1-6 , 2021
Link: https://doi.org/10.1109/..
 
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3

Qualifying drug dosing regimens in pediatrics using Gaussia..:

Siivola, Eero ; Weber, Sebastian ; Vehtari, Aki
Statistics in Medicine.  40 (2021)  10 - p. 2355-2372 , 2021
Link: https://doi.org/10.1002/..
 
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4

Good practices for Bayesian optimization of high dimensiona..:

Siivola, Eero ; Paleyes, Andrei ; González, Javier.
Applied AI Letters.  2 (2021)  2 - p. , 2021
Link: https://doi.org/10.1002/..
 
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5

Requirement verification in simulation-based automation tes..:

, In: 2016 IEEE 14th International Conference on Industrial Informatics (INDIN),
Siivola, Eero ; Sierla, Seppo ; Niemisto, Hannu.. - p. 740-743 , 2016
Link: https://doi.org/10.1109/..
 
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6

Handbook for a Data-Driven Circular Economy in Finland:Data..:

Berg, Annukka ; Dahlbo, Helena ; Eilu, Pasi...
Kauppila , T (ed.) , Berg , A , Dahlbo , H , Eilu , P , Heikkilä , P , Hentunen , A , Hilska-Keinänen , K , Horn , S , Ilvesniemi , H , Jenu , S , Karhu , M , Karppinen , T K M , Kauppi , S , Kivikytö-Reponen , P , Lavikko , S , Lehtonen , E , Luostarinen , S , Majaniemi , S , Malmi , P , Naumanen , M , Ovaska , J-P , Pesonen , L , Pesu , J , Pitkänen , H , Pokki , J , Räisänen , M , Salminen , J , Sapon , S , Siivola , E , Sorvari , J , Tanner , H , Tuovila , H , Uusitalo , T & Valtanen , K 2022 , Handbook for a Data-Driven Circular Economy in Finland : Data Sources, Tools, and Governance for Circular Design . VTT Technology , no. 401 , VTT Technical Research Centre of Finland . https://doi.org/10.32040/2242-122X.2022.T401.  , 2022
Link: https://cris.vtt.fi/en/p..
 
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7

Qualifying drug dosing regimens in pediatrics using Gaussia..:

Siivola, Eero ; Weber, Sebastian ; Vehtari, Aki
STATISTICS IN MEDICINE.  , 2021
Link: https://aaltodoc.aalto.f..
 
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8

Good practices for Bayesian optimization of high dimensiona..:

Siivola, Eero ; Paleyes, Andrei ; González, Javier.
Applied AI Letters.  , 2021
Link: https://aaltodoc.aalto.f..
 
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9

Good practices for Bayesian Optimization of high dimensiona..:

Siivola, Eero ; Gonzalez, Javier ; Paleyes, Andrei.
http://arxiv.org/abs/2012.15471.  , 2020
Link: http://arxiv.org/abs/201..
 
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10

Preferential Batch Bayesian Optimization:

Siivola, Eero ; Dhaka, Akash Kumar ; Andersen, Michael Riis...
http://arxiv.org/abs/2003.11435.  , 2020
Link: http://arxiv.org/abs/200..
 
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11

Correcting Boundary Over-Exploration Deficiencies In Bayesi..:

Siivola, Eero ; Vehtari, Aki ; Vanhatalo, Jarno..
10.1109/MLSP.2018.8516936.  , 2020
Link: http://hdl.handle.net/10..
 
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12

Active Learning for Decision-Making from Imbalanced Observa..:

Sundin, Iiris ; Schulam, Peter ; Siivola, Eero...
International Conference on Machine Learning.  , 2019
Link: https://aaltodoc.aalto.f..
 
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13

Active Learning for Decision-Making from Imbalanced Observa..:

Sundin, Iiris ; Schulam, Peter ; Siivola, Eero...
http://arxiv.org/abs/1904.05268.  , 2019
Link: http://arxiv.org/abs/190..
 
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14

Using counterfactual queries to improve models for decision..:

Sundin, Iiris ; Schulam, Peter ; Siivola, Eero...
doi:10.5281/zenodo.1489149.  , 2018
Link: https://zenodo.org/recor..
 
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15

Correcting boundary over-exploration deficiencies in Bayesi..:

Siivola, Eero ; Vehtari, Aki ; Vanhatalo, Jarno..
http://arxiv.org/abs/1704.00963.  , 2017
Link: http://arxiv.org/abs/170..
 
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